Pandas Profiling Report

Dataset statistics

Number of variables	13
Number of observations	5329730
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	14754
Duplicate rows (%)	0.3%
Total size in memory	528.6 MiB
Average record size in memory	104.0 B

Variable types

Categorical	5
Numeric	7
Unsupported	1

Alerts

Dataset has 14754 (0.3%) duplicate rows	Duplicates
`Timestamp` has a high cardinality: 10368 distinct values	High cardinality
`CPU usage [%]` has a high cardinality: 9298 distinct values	High cardinality
`Memory usage [%]` has a high cardinality: 2171 distinct values	High cardinality
`CPU usage [MHZ]` is highly overall correlated with `Memory usage [KB]` and 3 other fields	High correlation
`Memory usage [KB]` is highly overall correlated with `CPU usage [MHZ]` and 3 other fields	High correlation
`Disk write throughput [KB/s]` is highly overall correlated with `CPU usage [MHZ]` and 3 other fields	High correlation
`Network received throughput [KB/s]` is highly overall correlated with `CPU usage [MHZ]` and 3 other fields	High correlation
`Network transmitted throughput [KB/s]` is highly overall correlated with `CPU usage [MHZ]` and 3 other fields	High correlation
`CPU capacity provisioned [MHZ]` is highly imbalanced (98.0%)	Imbalance
`Disk read throughput [KB/s]` is highly skewed (γ1 = 21.61500983)	Skewed
`Disk write throughput [KB/s]` is highly skewed (γ1 = 22.88582155)	Skewed
`Network received throughput [KB/s]` is highly skewed (γ1 = 46.98962554)	Skewed
`Network transmitted throughput [KB/s]` is highly skewed (γ1 = 31.31692524)	Skewed
`Timestamp` is uniformly distributed	Uniform
`Disk size [GB]` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Memory usage [KB]` has 327072 (6.1%) zeros	Zeros
`Disk read throughput [KB/s]` has 4500772 (84.4%) zeros	Zeros
`Disk write throughput [KB/s]` has 1068770 (20.1%) zeros	Zeros
`Network received throughput [KB/s]` has 2410935 (45.2%) zeros	Zeros
`Network transmitted throughput [KB/s]` has 2443916 (45.9%) zeros	Zeros

Reproduction

Analysis started	2023-09-30 09:41:14.645203
Analysis finished	2023-09-30 09:43:31.842187
Duration	2 minutes and 17.2 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

Timestamp
Categorical

HIGH CARDINALITY UNIFORM

Distinct	10368
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	40.7 MiB

08.02.2016 07:00:00	523
08.02.2016 08:15:00	523
08.02.2016 07:40:00	523
08.02.2016 07:45:00	523
08.02.2016 07:50:00	523
Other values (10363)	5327115

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	101264870
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	04.01.2016 00:00:00
2nd row	04.01.2016 00:05:00
3rd row	04.01.2016 00:10:00
4th row	04.01.2016 00:15:00
5th row	04.01.2016 00:20:00

Common Values

Value	Count	Frequency (%)
08.02.2016 07:00:00	523	< 0.1%
08.02.2016 08:15:00	523	< 0.1%
08.02.2016 07:40:00	523	< 0.1%
08.02.2016 07:45:00	523	< 0.1%
08.02.2016 07:50:00	523	< 0.1%
08.02.2016 07:55:00	523	< 0.1%
08.02.2016 08:00:00	523	< 0.1%
08.02.2016 08:05:00	523	< 0.1%
08.02.2016 08:10:00	523	< 0.1%
08.02.2016 08:20:00	523	< 0.1%
Other values (10358)	5324500	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
08.02.2016	150624	1.4%
05.02.2016	150342	1.4%
06.02.2016	150048	1.4%
01.02.2016	149761	1.4%
03.02.2016	149760	1.4%
07.02.2016	149472	1.4%
04.02.2016	149184	1.4%
30.01.2016	149184	1.4%
02.02.2016	148888	1.4%
28.01.2016	148611	1.4%
Other values (314)	9163586	86.0%

Most occurring characters

Value	Count	Frequency (%)
0	30282011	29.9%
1	15304190	15.1%
2	10893569	10.8%
.	10659460	10.5%
:	10659460	10.5%
6	6367252	6.3%
	5329730	5.3%
5	4589650	4.5%
3	2298373	2.3%
4	1920479	1.9%
Other values (3)	2960696	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74616220	73.7%
Other Punctuation	21318920	21.1%
Space Separator	5329730	5.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	30282011	40.6%
1	15304190	20.5%
2	10893569	14.6%
6	6367252	8.5%
5	4589650	6.2%
3	2298373	3.1%
4	1920479	2.6%
8	1037388	1.4%
7	1036829	1.4%
9	886479	1.2%

Other Punctuation

Value	Count	Frequency (%)
.	10659460	50.0%
:	10659460	50.0%

Space Separator

Value	Count	Frequency (%)
	5329730	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	101264870	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	30282011	29.9%
1	15304190	15.1%
2	10893569	10.8%
.	10659460	10.5%
:	10659460	10.5%
6	6367252	6.3%
	5329730	5.3%
5	4589650	4.5%
3	2298373	2.3%
4	1920479	1.9%
Other values (3)	2960696	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101264870	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	30282011	29.9%
1	15304190	15.1%
2	10893569	10.8%
.	10659460	10.5%
:	10659460	10.5%
6	6367252	6.3%
	5329730	5.3%
5	4589650	4.5%
3	2298373	2.3%
4	1920479	1.9%
Other values (3)	2960696	2.9%

CPU cores
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 MiB

2	3292311
4	965682
1	670847
8	267303
6	133587

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5329730
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	6
2nd row	6
3rd row	6
4th row	6
5th row	6

Common Values

Value	Count	Frequency (%)
2	3292311	61.8%
4	965682	18.1%
1	670847	12.6%
8	267303	5.0%
6	133587	2.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	3292311	61.8%
4	965682	18.1%
1	670847	12.6%
8	267303	5.0%
6	133587	2.5%

Most occurring characters

Value	Count	Frequency (%)
2	3292311	61.8%
4	965682	18.1%
1	670847	12.6%
8	267303	5.0%
6	133587	2.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5329730	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	3292311	61.8%
4	965682	18.1%
1	670847	12.6%
8	267303	5.0%
6	133587	2.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	5329730	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	3292311	61.8%
4	965682	18.1%
1	670847	12.6%
8	267303	5.0%
6	133587	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5329730	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	3292311	61.8%
4	965682	18.1%
1	670847	12.6%
8	267303	5.0%
6	133587	2.5%

CPU capacity provisioned [MHZ]
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 MiB

0	5319365
2048	10365

Length

Max length	4
Median length	1
Mean length	1.0058343
Min length	1

Characters and Unicode

Total characters	5360825
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	5319365	99.8%
2048	10365	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5319365	99.8%
2048	10365	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	5329730	99.4%
2	10365	0.2%
4	10365	0.2%
8	10365	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5360825	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5329730	99.4%
2	10365	0.2%
4	10365	0.2%
8	10365	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	5360825	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5329730	99.4%
2	10365	0.2%
4	10365	0.2%
8	10365	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5360825	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5329730	99.4%
2	10365	0.2%
4	10365	0.2%
8	10365	0.2%

CPU usage [MHZ]
Real number (ℝ)

Distinct	7834
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	259.60797

Minimum	1
Maximum	15528
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.7 MiB

Quantile statistics

Minimum	1
5-th percentile	10
Q1	24
median	69
Q3	184
95-th percentile	1258
Maximum	15528
Range	15527
Interquartile range (IQR)	160

Descriptive statistics

Standard deviation	636.51647
Coefficient of variation (CV)	2.4518372
Kurtosis	47.005543
Mean	259.60797
Median Absolute Deviation (MAD)	52
Skewness	5.9423504
Sum	1.3836404 × 10⁹
Variance	405153.21
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	97579	1.8%
20	93277	1.8%
10	93208	1.7%
21	92300	1.7%
9	90987	1.7%
22	87370	1.6%
15	81220	1.5%
18	80608	1.5%
23	75156	1.4%
17	73884	1.4%
Other values (7824)	4464141	83.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	14	< 0.1%
2	1344	< 0.1%
3	2752	0.1%
4	2025	< 0.1%
5	5015	0.1%
6	16178	0.3%
7	44097	0.8%
8	54021	1.0%
9	90987	1.7%
10	93208	1.7%

Value	Count	Frequency (%)
15528	1	< 0.1%
12056	1	< 0.1%
12020	1	< 0.1%
11910	1	< 0.1%
11407	1	< 0.1%
11226	1	< 0.1%
11130	1	< 0.1%
11054	1	< 0.1%
11043	1	< 0.1%
11030	1	< 0.1%

CPU usage [%]
Categorical

Distinct	9298
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	40.7 MiB

0,23	55912
0,22	51117
0,21	50040
0,18	45015
0,41	44539
Other values (9293)	5083107

Length

Max length	5
Median length	4
Mean length	3.9939093
Min length	1

Characters and Unicode

Total characters	21286458
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1021 ?
Unique (%)	< 0.1%

Sample

1st row	11,9
2nd row	15,93
3rd row	15,38
4th row	11,93
5th row	12,41

Common Values

Value	Count	Frequency (%)
0,23	55912	1.0%
0,22	51117	1.0%
0,21	50040	0.9%
0,18	45015	0.8%
0,41	44539	0.8%
0,38	43200	0.8%
0,17	41735	0.8%
0,39	41651	0.8%
0,42	39478	0.7%
0,4	39103	0.7%
Other values (9288)	4877940	91.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0,23	55912	1.0%
0,22	51117	1.0%
0,21	50040	0.9%
0,18	45015	0.8%
0,41	44539	0.8%
0,38	43200	0.8%
0,17	41735	0.8%
0,39	41651	0.8%
0,42	39478	0.7%
0,4	39103	0.7%
Other values (9288)	4877940	91.5%

Most occurring characters

Value	Count	Frequency (%)
,	5290545	24.9%
0	2706001	12.7%
1	2213032	10.4%
2	2018540	9.5%
3	1699984	8.0%
4	1553706	7.3%
5	1302626	6.1%
6	1202416	5.6%
7	1168920	5.5%
8	1105237	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15995913	75.1%
Other Punctuation	5290545	24.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2706001	16.9%
1	2213032	13.8%
2	2018540	12.6%
3	1699984	10.6%
4	1553706	9.7%
5	1302626	8.1%
6	1202416	7.5%
7	1168920	7.3%
8	1105237	6.9%
9	1025451	6.4%

Other Punctuation

Value	Count	Frequency (%)
,	5290545	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21286458	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
,	5290545	24.9%
0	2706001	12.7%
1	2213032	10.4%
2	2018540	9.5%
3	1699984	8.0%
4	1553706	7.3%
5	1302626	6.1%
6	1202416	5.6%
7	1168920	5.5%
8	1105237	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21286458	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	5290545	24.9%
0	2706001	12.7%
1	2213032	10.4%
2	2018540	9.5%
3	1699984	8.0%
4	1553706	7.3%
5	1302626	6.1%
6	1202416	5.6%
7	1168920	5.5%
8	1105237	5.2%

Memory capacity provisioned [KB]
Real number (ℝ)

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8873539

Minimum	1048576
Maximum	1.3421773 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.7 MiB

Quantile statistics

Minimum	1048576
5-th percentile	2097152
Q1	4194304
median	8388608
Q3	10485760
95-th percentile	20971520
Maximum	1.3421773 × 10⁸
Range	1.3316915 × 10⁸
Interquartile range (IQR)	6291456

Descriptive statistics

Standard deviation	10095093
Coefficient of variation (CV)	1.1376626
Kurtosis	90.250661
Mean	8873539
Median Absolute Deviation (MAD)	4194304
Skewness	7.7426173
Sum	4.7293567 × 10¹³
Variance	1.019109 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
8388608	1433188	26.9%
4194304	1203174	22.6%
2097152	1056096	19.8%
16777216	674636	12.7%
12582912	270124	5.1%
6291456	170476	3.2%
25165824	155506	2.9%
20971520	112865	2.1%
10485760	62203	1.2%
33554432	46940	0.9%
Other values (6)	144522	2.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1048576	31104	0.6%
2097152	1056096	19.8%
3145728	38850	0.7%
4194304	1203174	22.6%
5242880	10368	0.2%
6291456	170476	3.2%
8388608	1433188	26.9%
10485760	62203	1.2%
12582912	270124	5.1%
14680064	41170	0.8%

Value	Count	Frequency (%)
134217728	20736	0.4%
50331648	2294	< 0.1%
33554432	46940	0.9%
25165824	155506	2.9%
20971520	112865	2.1%
16777216	674636	12.7%
14680064	41170	0.8%
12582912	270124	5.1%
10485760	62203	1.2%
8388608	1433188	26.9%

Memory usage [KB]
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12980
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	705878.95

Minimum	0
Maximum	23652518
Zeros	327072
Zeros (%)	6.1%
Negative	0
Negative (%)	0.0%
Memory size	40.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	80531
median	223137
Q3	871996
95-th percentile	3050098
Maximum	23652518
Range	23652518
Interquartile range (IQR)	791465

Descriptive statistics

Standard deviation	1135087.3
Coefficient of variation (CV)	1.608048
Kurtosis	15.391007
Mean	705878.95
Median Absolute Deviation (MAD)	191260
Skewness	3.2564915
Sum	3.7621442 × 10¹²
Variance	1.2884231 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	327072	6.1%
65431	25614	0.5%
41524	23971	0.4%
83467	22857	0.4%
55365	22773	0.4%
83047	22578	0.4%
75078	21852	0.4%
32716	21797	0.4%
66689	21157	0.4%
31877	21130	0.4%
Other values (12970)	4798929	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	327072	6.1%
1258	872	< 0.1%
2517	2532	< 0.1%
2726	1158	< 0.1%
3355	1	< 0.1%
3775	331	< 0.1%
3985	2746	0.1%
5033	4323	0.1%
5453	4589	0.1%
6291	483	< 0.1%

Value	Count	Frequency (%)
23652518	1	< 0.1%
23014984	1	< 0.1%
21690424	1	< 0.1%
21489097	1	< 0.1%
21360751	1	< 0.1%
21036111	1	< 0.1%
20917834	1	< 0.1%
19928817	1	< 0.1%
19860868	1	< 0.1%
19526162	1	< 0.1%

Memory usage [%]
Categorical

Distinct	2171
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 MiB

0	327072
0,99	79784
0,19	63864
0,39	60950
1,99	58218
Other values (2166)	4739842

Length

Max length	5
Median length	4
Mean length	4.0836266
Min length	1

Characters and Unicode

Total characters	21764627
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	289 ?
Unique (%)	< 0.1%

Sample

1st row	11,79
2nd row	16,66
3rd row	18,72
4th row	17,99
5th row	14,99

Common Values

Value	Count	Frequency (%)
0	327072	6.1%
0,99	79784	1.5%
0,19	63864	1.2%
0,39	60950	1.1%
1,99	58218	1.1%
1,39	57123	1.1%
1,59	56736	1.1%
1,79	56421	1.1%
1,19	55149	1.0%
0,79	53404	1.0%
Other values (2161)	4461009	83.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	327072	6.1%
0,99	79784	1.5%
0,19	63864	1.2%
0,39	60950	1.1%
1,99	58218	1.1%
1,39	57123	1.1%
1,59	56736	1.1%
1,79	56421	1.1%
1,19	55149	1.0%
0,79	53404	1.0%
Other values (2161)	4461009	83.7%

Most occurring characters

Value	Count	Frequency (%)
,	5002547	23.0%
9	3411312	15.7%
1	2485106	11.4%
2	2449471	11.3%
5	2342441	10.8%
3	1537787	7.1%
0	1358543	6.2%
7	1054017	4.8%
4	833569	3.8%
6	754587	3.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16762080	77.0%
Other Punctuation	5002547	23.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	3411312	20.4%
1	2485106	14.8%
2	2449471	14.6%
5	2342441	14.0%
3	1537787	9.2%
0	1358543	8.1%
7	1054017	6.3%
4	833569	5.0%
6	754587	4.5%
8	535247	3.2%

Other Punctuation

Value	Count	Frequency (%)
,	5002547	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21764627	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
,	5002547	23.0%
9	3411312	15.7%
1	2485106	11.4%
2	2449471	11.3%
5	2342441	10.8%
3	1537787	7.1%
0	1358543	6.2%
7	1054017	4.8%
4	833569	3.8%
6	754587	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21764627	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	5002547	23.0%
9	3411312	15.7%
1	2485106	11.4%
2	2449471	11.3%
5	2342441	10.8%
3	1537787	7.1%
0	1358543	6.2%
7	1054017	4.8%
4	833569	3.8%
6	754587	3.5%

Disk read throughput [KB/s]
Real number (ℝ)

SKEWED ZEROS

Distinct	43857
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	535.22134

Minimum	0
Maximum	377917
Zeros	4500772
Zeros (%)	84.4%
Negative	0
Negative (%)	0.0%
Memory size	40.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	119
Maximum	377917
Range	377917
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6929.3295
Coefficient of variation (CV)	12.946662
Kurtosis	568.38459
Mean	535.22134
Median Absolute Deviation (MAD)	0
Skewness	21.61501
Sum	2.8525852 × 10⁹
Variance	48015607
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4500772	84.4%
1	102974	1.9%
2	50511	0.9%
3	36984	0.7%
4	28486	0.5%
5	28326	0.5%
6	27763	0.5%
7	20158	0.4%
8	16447	0.3%
9	13248	0.2%
Other values (43847)	504061	9.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4500772	84.4%
1	102974	1.9%
2	50511	0.9%
3	36984	0.7%
4	28486	0.5%
5	28326	0.5%
6	27763	0.5%
7	20158	0.4%
8	16447	0.3%
9	13248	0.2%

Value	Count	Frequency (%)
377917	1	< 0.1%
364553	1	< 0.1%
364343	1	< 0.1%
362952	1	< 0.1%
349304	1	< 0.1%
338886	1	< 0.1%
332627	1	< 0.1%
330769	1	< 0.1%
330530	1	< 0.1%
327355	1	< 0.1%

Disk write throughput [KB/s]
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	18158
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	179.00603

Minimum	0
Maximum	144988
Zeros	1068770
Zeros (%)	20.1%
Negative	0
Negative (%)	0.0%
Memory size	40.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	8
Q3	39
95-th percentile	366
Maximum	144988
Range	144988
Interquartile range (IQR)	38

Descriptive statistics

Standard deviation	1533.4132
Coefficient of variation (CV)	8.5662657
Kurtosis	900.55949
Mean	179.00603
Median Absolute Deviation (MAD)	8
Skewness	22.885822
Sum	9.5405381 × 10⁸
Variance	2351356.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1068770	20.1%
1	447702	8.4%
2	292727	5.5%
3	248025	4.7%
4	188206	3.5%
5	151237	2.8%
6	131549	2.5%
7	130645	2.5%
8	107329	2.0%
12	84554	1.6%
Other values (18148)	2478986	46.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1068770	20.1%
1	447702	8.4%
2	292727	5.5%
3	248025	4.7%
4	188206	3.5%
5	151237	2.8%
6	131549	2.5%
7	130645	2.5%
8	107329	2.0%
9	81262	1.5%

Value	Count	Frequency (%)
144988	1	< 0.1%
140252	1	< 0.1%
126043	1	< 0.1%
121350	1	< 0.1%
120795	1	< 0.1%
120578	1	< 0.1%
120536	1	< 0.1%
120282	1	< 0.1%
120083	1	< 0.1%
120052	1	< 0.1%

Disk size [GB]
Unsupported

REJECTED UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	40.7 MiB

Network received throughput [KB/s]
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	13830
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	92.939552

Minimum	0
Maximum	112679
Zeros	2410935
Zeros (%)	45.2%
Negative	0
Negative (%)	0.0%
Memory size	40.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	15
95-th percentile	365
Maximum	112679
Range	112679
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	912.16568
Coefficient of variation (CV)	9.8146124
Kurtosis	3628.734
Mean	92.939552
Median Absolute Deviation (MAD)	1
Skewness	46.989626
Sum	4.9534272 × 10⁸
Variance	832046.22
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2410935	45.2%
1	475790	8.9%
2	236873	4.4%
4	156336	2.9%
3	133878	2.5%
6	107180	2.0%
5	103768	1.9%
7	76689	1.4%
8	59802	1.1%
9	50854	1.0%
Other values (13820)	1517625	28.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2410935	45.2%
1	475790	8.9%
2	236873	4.4%
3	133878	2.5%
4	156336	2.9%
5	103768	1.9%
6	107180	2.0%
7	76689	1.4%
8	59802	1.1%
9	50854	1.0%

Value	Count	Frequency (%)
112679	1	< 0.1%
112440	1	< 0.1%
109753	1	< 0.1%
109585	1	< 0.1%
109462	1	< 0.1%
109067	1	< 0.1%
108992	1	< 0.1%
108774	1	< 0.1%
107470	1	< 0.1%
107268	1	< 0.1%

Network transmitted throughput [KB/s]
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	18722
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	139.61437

Minimum	0
Maximum	114219
Zeros	2443916
Zeros (%)	45.9%
Negative	0
Negative (%)	0.0%
Memory size	40.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	17
95-th percentile	410
Maximum	114219
Range	114219
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	1434.8286
Coefficient of variation (CV)	10.277084
Kurtosis	1343.8706
Mean	139.61437
Median Absolute Deviation (MAD)	1
Skewness	31.316925
Sum	7.441069 × 10⁸
Variance	2058733.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2443916	45.9%
1	515513	9.7%
2	216341	4.1%
3	136453	2.6%
5	94958	1.8%
4	93756	1.8%
8	78981	1.5%
7	61576	1.2%
6	60415	1.1%
14	55991	1.1%
Other values (18712)	1571830	29.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2443916	45.9%
1	515513	9.7%
2	216341	4.1%
3	136453	2.6%
4	93756	1.8%
5	94958	1.8%
6	60415	1.1%
7	61576	1.2%
8	78981	1.5%
9	42625	0.8%

Value	Count	Frequency (%)
114219	1	< 0.1%
110097	1	< 0.1%
109700	1	< 0.1%
106189	1	< 0.1%
102215	1	< 0.1%
101110	1	< 0.1%
100981	1	< 0.1%
100794	1	< 0.1%
100353	1	< 0.1%
100348	1	< 0.1%

Auto

Heatmap
Table

	CPU usage [MHZ]	Memory capacity provisioned [KB]	Memory usage [KB]	Disk read throughput [KB/s]	Disk write throughput [KB/s]	Network received throughput [KB/s]	Network transmitted throughput [KB/s]	CPU cores	CPU capacity provisioned [MHZ]
CPU usage [MHZ]	1.000	0.411	0.819	0.469	0.755	0.612	0.605	0.188	0.009
Memory capacity provisioned [KB]	0.411	1.000	0.411	0.220	0.344	0.196	0.199	0.328	0.022
Memory usage [KB]	0.819	0.411	1.000	0.488	0.728	0.641	0.625	0.168	0.013
Disk read throughput [KB/s]	0.469	0.220	0.488	1.000	0.489	0.367	0.383	0.014	0.002
Disk write throughput [KB/s]	0.755	0.344	0.728	0.489	1.000	0.535	0.508	0.016	0.002
Network received throughput [KB/s]	0.612	0.196	0.641	0.367	0.535	1.000	0.924	0.014	0.000
Network transmitted throughput [KB/s]	0.605	0.199	0.625	0.383	0.508	0.924	1.000	0.011	0.001
CPU cores	0.188	0.328	0.168	0.014	0.016	0.014	0.011	1.000	0.035
CPU capacity provisioned [MHZ]	0.009	0.022	0.013	0.002	0.002	0.000	0.001	0.035	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Timestamp	CPU cores	CPU usage [MHZ]	CPU usage [%]	Memory capacity provisioned [KB]	Memory usage [KB]	Memory usage [%]	Disk read throughput [KB/s]	Disk write throughput [KB/s]	Disk size [GB]	Network received throughput [KB/s]	Network transmitted throughput [KB/s]
0	04.01.2016 00:00:00	6	1619	11,9	20971520	2472542	11,79	498	307	709	951	1255
1	04.01.2016 00:05:00	6	2167	15,93	20971520	3493855	16,66	660	336	709	1311	1701
2	04.01.2016 00:10:00	6	2093	15,38	20971520	3925868	18,72	3448	839	709	1216	2626
3	04.01.2016 00:15:00	6	1622	11,93	20971520	3772776	17,99	592	293	709	951	1274
4	04.01.2016 00:20:00	6	1688	12,41	20971520	3143631	14,99	677	349	709	1141	1250
5	04.01.2016 00:25:00	6	1561	11,48	20971520	2933916	13,99	244	215	709	859	972
6	04.01.2016 00:30:00	6	1750	12,87	20971520	2472542	11,79	556	290	709	1035	1378
7	04.01.2016 00:35:00	6	2182	16,04	20971520	3353346	15,99	1075	813	709	1449	2479
8	04.01.2016 00:40:00	6	1776	13,06	20971520	2891973	13,79	474	292	709	1329	1530
9	04.01.2016 00:45:00	6	1687	12,4	20971520	3605004	17,19	620	296	709	971	1307

	Timestamp	CPU cores	CPU usage [MHZ]	CPU usage [%]	Memory capacity provisioned [KB]	Memory usage [KB]	Memory usage [%]	Disk write throughput [KB/s]	Disk size [GB]
5329720	08.02.2016 23:10:00	4	59	0,83	25165824	684510	2,72	5	500
5329721	08.02.2016 23:15:00	4	37	0,52	25165824	349805	1,39	1	500
5329722	08.02.2016 23:20:00	4	37	0,52	25165824	198810	0,79	1	500
5329723	08.02.2016 23:25:00	4	36	0,51	25165824	148478	0,59	1	500
5329724	08.02.2016 23:30:00	4	36	0,51	25165824	249142	0,99	1	500
5329725	08.02.2016 23:35:00	4	37	0,51	25165824	332189	1,32	1	500
5329726	08.02.2016 23:40:00	4	36	0,51	25165824	98147	0,39	0	500
5329727	08.02.2016 23:45:00	4	36	0,5	25165824	47815	0,19	0	500
5329728	08.02.2016 23:50:00	4	37	0,51	25165824	181194	0,72	0	500
5329729	08.02.2016 23:55:00	4	36	0,51	25165824	47815	0,19	0	500

Most frequently occurring

	Timestamp	CPU cores	CPU usage [MHZ]	CPU usage [%]	Memory capacity provisioned [KB]	# duplicates
7053	13.01.2016 06:00:00	2	9	0,21	8388608	5
7979	15.01.2016 04:10:00	2	9	0,2	8388608	5
211	01.02.2016 11:45:00	2	9	0,21	8388608	4
349	01.02.2016 19:15:00	2	9	0,21	8388608	4
570	02.02.2016 05:45:00	2	9	0,21	8388608	4
1060	03.02.2016 05:55:00	2	9	0,21	8388608	4
1791	04.02.2016 01:45:00	2	9	0,21	8388608	4
2058	04.02.2016 15:00:00	2	9	0,21	8388608	4
2588	05.02.2016 00:10:00	2	9	0,21	8388608	4
2615	05.02.2016 01:30:00	2	9	0,21	8388608	4

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring